Package org.tensorflow.framework
Class SignatureDef
- java.lang.Object
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- org.nd4j.shade.protobuf.AbstractMessageLite
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- org.nd4j.shade.protobuf.AbstractMessage
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- org.nd4j.shade.protobuf.GeneratedMessageV3
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- org.tensorflow.framework.SignatureDef
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- All Implemented Interfaces:
Serializable
,org.nd4j.shade.protobuf.Message
,org.nd4j.shade.protobuf.MessageLite
,org.nd4j.shade.protobuf.MessageLiteOrBuilder
,org.nd4j.shade.protobuf.MessageOrBuilder
,SignatureDefOrBuilder
public final class SignatureDef extends org.nd4j.shade.protobuf.GeneratedMessageV3 implements SignatureDefOrBuilder
SignatureDef defines the signature of a computation supported by a TensorFlow graph. For example, a model with two loss computations, sharing a single input, might have the following signature_def map. Note that across the two SignatureDefs "loss_A" and "loss_B", the input key, output key, and method_name are identical, and will be used by system(s) that implement or rely upon this particular loss method. The output tensor names differ, demonstrating how different outputs can exist for the same method. signature_def { key: "loss_A" value { inputs { key: "input" value { name: "input:0" dtype: DT_STRING tensor_shape: ... } } outputs { key: "loss_output" value { name: "loss_output_A:0" dtype: DT_FLOAT tensor_shape: ... } } } ... method_name: "some/package/compute_loss" } signature_def { key: "loss_B" value { inputs { key: "input" value { name: "input:0" dtype: DT_STRING tensor_shape: ... } } outputs { key: "loss_output" value { name: "loss_output_B:0" dtype: DT_FLOAT tensor_shape: ... } } } ... method_name: "some/package/compute_loss" }
Protobuf typetensorflow.SignatureDef
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
SignatureDef.Builder
SignatureDef defines the signature of a computation supported by a TensorFlow graph.-
Nested classes/interfaces inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3
org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends org.nd4j.shade.protobuf.GeneratedMessageV3.ExtendableMessage>, org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable, org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter
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Field Summary
Fields Modifier and Type Field Description static int
INPUTS_FIELD_NUMBER
static int
METHOD_NAME_FIELD_NUMBER
static int
OUTPUTS_FIELD_NUMBER
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods Modifier and Type Method Description boolean
containsInputs(String key)
Named input parameters.boolean
containsOutputs(String key)
Named output parameters.boolean
equals(Object obj)
static SignatureDef
getDefaultInstance()
SignatureDef
getDefaultInstanceForType()
static org.nd4j.shade.protobuf.Descriptors.Descriptor
getDescriptor()
Map<String,TensorInfo>
getInputs()
Deprecated.int
getInputsCount()
Named input parameters.Map<String,TensorInfo>
getInputsMap()
Named input parameters.TensorInfo
getInputsOrDefault(String key, TensorInfo defaultValue)
Named input parameters.TensorInfo
getInputsOrThrow(String key)
Named input parameters.String
getMethodName()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.org.nd4j.shade.protobuf.ByteString
getMethodNameBytes()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method.Map<String,TensorInfo>
getOutputs()
Deprecated.int
getOutputsCount()
Named output parameters.Map<String,TensorInfo>
getOutputsMap()
Named output parameters.TensorInfo
getOutputsOrDefault(String key, TensorInfo defaultValue)
Named output parameters.TensorInfo
getOutputsOrThrow(String key)
Named output parameters.org.nd4j.shade.protobuf.Parser<SignatureDef>
getParserForType()
int
getSerializedSize()
org.nd4j.shade.protobuf.UnknownFieldSet
getUnknownFields()
int
hashCode()
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable
internalGetFieldAccessorTable()
protected org.nd4j.shade.protobuf.MapField
internalGetMapField(int number)
boolean
isInitialized()
static SignatureDef.Builder
newBuilder()
static SignatureDef.Builder
newBuilder(SignatureDef prototype)
SignatureDef.Builder
newBuilderForType()
protected SignatureDef.Builder
newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object
newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SignatureDef
parseDelimitedFrom(InputStream input)
static SignatureDef
parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(byte[] data)
static SignatureDef
parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(InputStream input)
static SignatureDef
parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(ByteBuffer data)
static SignatureDef
parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(org.nd4j.shade.protobuf.ByteString data)
static SignatureDef
parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static SignatureDef
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input)
static SignatureDef
parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry)
static org.nd4j.shade.protobuf.Parser<SignatureDef>
parser()
SignatureDef.Builder
toBuilder()
void
writeTo(org.nd4j.shade.protobuf.CodedOutputStream output)
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Methods inherited from class org.nd4j.shade.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
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Methods inherited from class org.nd4j.shade.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Field Detail
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INPUTS_FIELD_NUMBER
public static final int INPUTS_FIELD_NUMBER
- See Also:
- Constant Field Values
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OUTPUTS_FIELD_NUMBER
public static final int OUTPUTS_FIELD_NUMBER
- See Also:
- Constant Field Values
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METHOD_NAME_FIELD_NUMBER
public static final int METHOD_NAME_FIELD_NUMBER
- See Also:
- Constant Field Values
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Method Detail
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newInstance
protected Object newInstance(org.nd4j.shade.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
- Overrides:
newInstance
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getUnknownFields
public final org.nd4j.shade.protobuf.UnknownFieldSet getUnknownFields()
- Specified by:
getUnknownFields
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
- Overrides:
getUnknownFields
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDescriptor
public static final org.nd4j.shade.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetMapField
protected org.nd4j.shade.protobuf.MapField internalGetMapField(int number)
- Overrides:
internalGetMapField
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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internalGetFieldAccessorTable
protected org.nd4j.shade.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTable
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getInputsCount
public int getInputsCount()
Description copied from interface:SignatureDefOrBuilder
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;
- Specified by:
getInputsCount
in interfaceSignatureDefOrBuilder
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containsInputs
public boolean containsInputs(String key)
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;
- Specified by:
containsInputs
in interfaceSignatureDefOrBuilder
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getInputs
@Deprecated public Map<String,TensorInfo> getInputs()
Deprecated.UsegetInputsMap()
instead.- Specified by:
getInputs
in interfaceSignatureDefOrBuilder
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getInputsMap
public Map<String,TensorInfo> getInputsMap()
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;
- Specified by:
getInputsMap
in interfaceSignatureDefOrBuilder
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getInputsOrDefault
public TensorInfo getInputsOrDefault(String key, TensorInfo defaultValue)
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;
- Specified by:
getInputsOrDefault
in interfaceSignatureDefOrBuilder
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getInputsOrThrow
public TensorInfo getInputsOrThrow(String key)
Named input parameters.
map<string, .tensorflow.TensorInfo> inputs = 1;
- Specified by:
getInputsOrThrow
in interfaceSignatureDefOrBuilder
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getOutputsCount
public int getOutputsCount()
Description copied from interface:SignatureDefOrBuilder
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;
- Specified by:
getOutputsCount
in interfaceSignatureDefOrBuilder
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containsOutputs
public boolean containsOutputs(String key)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;
- Specified by:
containsOutputs
in interfaceSignatureDefOrBuilder
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getOutputs
@Deprecated public Map<String,TensorInfo> getOutputs()
Deprecated.UsegetOutputsMap()
instead.- Specified by:
getOutputs
in interfaceSignatureDefOrBuilder
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getOutputsMap
public Map<String,TensorInfo> getOutputsMap()
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;
- Specified by:
getOutputsMap
in interfaceSignatureDefOrBuilder
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getOutputsOrDefault
public TensorInfo getOutputsOrDefault(String key, TensorInfo defaultValue)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;
- Specified by:
getOutputsOrDefault
in interfaceSignatureDefOrBuilder
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getOutputsOrThrow
public TensorInfo getOutputsOrThrow(String key)
Named output parameters.
map<string, .tensorflow.TensorInfo> outputs = 2;
- Specified by:
getOutputsOrThrow
in interfaceSignatureDefOrBuilder
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getMethodName
public String getMethodName()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. This enables producers and consumers of SignatureDefs, e.g. a model definition library and a serving library to have a clear hand-off regarding the semantics of a computation. Note that multiple SignatureDefs in a single MetaGraphDef may have the same method_name. This is commonly used to support multi-headed computation, where a single graph computation may return multiple results.
string method_name = 3;
- Specified by:
getMethodName
in interfaceSignatureDefOrBuilder
- Returns:
- The methodName.
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getMethodNameBytes
public org.nd4j.shade.protobuf.ByteString getMethodNameBytes()
Extensible method_name information enabling third-party users to mark a SignatureDef as supporting a particular method. This enables producers and consumers of SignatureDefs, e.g. a model definition library and a serving library to have a clear hand-off regarding the semantics of a computation. Note that multiple SignatureDefs in a single MetaGraphDef may have the same method_name. This is commonly used to support multi-headed computation, where a single graph computation may return multiple results.
string method_name = 3;
- Specified by:
getMethodNameBytes
in interfaceSignatureDefOrBuilder
- Returns:
- The bytes for methodName.
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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writeTo
public void writeTo(org.nd4j.shade.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
writeTo
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
- Throws:
IOException
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getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getSerializedSize
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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equals
public boolean equals(Object obj)
- Specified by:
equals
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
equals
in classorg.nd4j.shade.protobuf.AbstractMessage
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hashCode
public int hashCode()
- Specified by:
hashCode
in interfaceorg.nd4j.shade.protobuf.Message
- Overrides:
hashCode
in classorg.nd4j.shade.protobuf.AbstractMessage
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parseFrom
public static SignatureDef parseFrom(ByteBuffer data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(ByteBuffer data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(org.nd4j.shade.protobuf.ByteString data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(org.nd4j.shade.protobuf.ByteString data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(byte[] data) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(byte[] data, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws org.nd4j.shade.protobuf.InvalidProtocolBufferException
- Throws:
org.nd4j.shade.protobuf.InvalidProtocolBufferException
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parseFrom
public static SignatureDef parseFrom(InputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static SignatureDef parseFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static SignatureDef parseDelimitedFrom(InputStream input) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static SignatureDef parseDelimitedFrom(InputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseFrom
public static SignatureDef parseFrom(org.nd4j.shade.protobuf.CodedInputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static SignatureDef parseFrom(org.nd4j.shade.protobuf.CodedInputStream input, org.nd4j.shade.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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newBuilderForType
public SignatureDef.Builder newBuilderForType()
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
newBuilderForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilder
public static SignatureDef.Builder newBuilder()
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newBuilder
public static SignatureDef.Builder newBuilder(SignatureDef prototype)
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toBuilder
public SignatureDef.Builder toBuilder()
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
toBuilder
in interfaceorg.nd4j.shade.protobuf.MessageLite
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newBuilderForType
protected SignatureDef.Builder newBuilderForType(org.nd4j.shade.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstance
public static SignatureDef getDefaultInstance()
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parser
public static org.nd4j.shade.protobuf.Parser<SignatureDef> parser()
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getParserForType
public org.nd4j.shade.protobuf.Parser<SignatureDef> getParserForType()
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.Message
- Specified by:
getParserForType
in interfaceorg.nd4j.shade.protobuf.MessageLite
- Overrides:
getParserForType
in classorg.nd4j.shade.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
public SignatureDef getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfaceorg.nd4j.shade.protobuf.MessageOrBuilder
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